Develop Generative AI solutions with Azure OpenAI Service

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Overview

Module 1: Azure OpenAI Service enables engineers to build enterprise-grade generative AI solutions.By the end of this module, you'll be able to: Create an Azure OpenAI Service resource and understand types of Azure OpenAI base models. Use the Azure OpenAI Studio, console, or REST API to deploy a base model and test it in the Studio's playgrounds. Generate completions to prompts and begin to manage model parameters. Module 2: Learn how to integrate language understanding and prompt completions...

Syllabus

Module 1: Module 1: Get started with Azure OpenAI Service
- Introduction
- Access Azure OpenAI Service
- Use Azure OpenAI Studio
- Explore types of generative AI models
- Deploy generative AI models
- Use prompts to get completions from models
- Test models in Azure OpenAI Studio's playgrounds
- Exercise - Get started with Azure OpenAI Service
- Knowledge check
- Summary

Module 2: Module 2: Build natural language solutions with Azure OpenAI Service
- Introduction
- Integrate Azure OpenAI into your app
- Use Azure OpenAI REST API
- Use Azure OpenAI SDK
- Exercise - Integrate Azure OpenAI into your app
- Knowledge check
- Summary

Module 3: Module 3: Apply prompt engineering with Azure OpenAI Service
- Introduction
- Understand prompt engineering
- Write more effective prompts
- Provide context to improve accuracy
- Exercise - Utilize prompt engineering in your application
- Knowledge check
- Summary

Module 4: Module 4: Generate code with Azure OpenAI Service
- Introduction
- Construct code from natural language
- Complete code and assist the development process
- Fix bugs and improve your code
- Exercise: Generate and improve code with Azure OpenAI Service
- Knowledge check
- Summary

Module 5: Module 5: Generate images with Azure OpenAI Service
- Introduction
- What is DALL-E?
- Explore DALL-E in Azure OpenAI Studio
- Use the Azure OpenAI REST API to consume DALL-E models
- Exercise - Generate images with a DALL-E model
- Knowledge check
- Summary

Module 6: Module 6: Use your own data with Azure OpenAI Service
- Introduction
- Understand how to use your own data
- Add your own data source
- Chat with your model using your own data
- Exercise: Use your own data with Azure OpenAI Service
- Knowledge check
- Summary

Module 7: Module 7: Fundamentals of Responsible Generative AI
- Introduction
- Plan a responsible generative AI solution
- Identify potential harms
- Measure potential harms
- Mitigate potential harms
- Operate a responsible generative AI solution
- Exercise - Explore content filters in Azure OpenAI Service
- Knowledge check
- Summary